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Acquiring Clean Language Models from Backdoor Poisoned Datasets by
  Downscaling Frequency Space

Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space

19 February 2024
Zongru Wu
Zhuosheng Zhang
Pengzhou Cheng
Gongshen Liu
    AAML
ArXivPDFHTML

Papers citing "Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space"

4 / 4 papers shown
Title
NCL: Textual Backdoor Defense Using Noise-augmented Contrastive Learning
NCL: Textual Backdoor Defense Using Noise-augmented Contrastive Learning
Shengfang Zhai
Qingni Shen
Xiaoyi Chen
Weilong Wang
Cong Li
Yuejian Fang
Zhonghai Wu
AAML
37
8
0
03 Mar 2023
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text
  Style Transfer
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer
Fanchao Qi
Yangyi Chen
Xurui Zhang
Mukai Li
Zhiyuan Liu
Maosong Sun
AAML
SILM
77
175
0
14 Oct 2021
Multi-scale Deep Neural Network (MscaleDNN) for Solving
  Poisson-Boltzmann Equation in Complex Domains
Multi-scale Deep Neural Network (MscaleDNN) for Solving Poisson-Boltzmann Equation in Complex Domains
Ziqi Liu
Wei Cai
Zhi-Qin John Xu
AI4CE
158
122
0
22 Jul 2020
Mitigating backdoor attacks in LSTM-based Text Classification Systems by
  Backdoor Keyword Identification
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification
Chuanshuai Chen
Jiazhu Dai
SILM
53
126
0
11 Jul 2020
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